From bd97c9d2ac33bc93fbe166d9e7b7c9290cceeba5 Mon Sep 17 00:00:00 2001 From: Jael Gu Date: Wed, 18 Sep 2024 13:35:22 +0800 Subject: [PATCH] Add more resources Signed-off-by: Jael Gu --- README.md | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 350d0a7..7c3ec15 100644 --- a/README.md +++ b/README.md @@ -174,4 +174,13 @@ new_op = towhee.ops.image_embedding.isc(checkpoint_path='./output/checkpoint_epo ### Your custom training Your can change [training script](https://towhee.io/image-embedding/isc/src/branch/main/train_isc.py) in your custom way. -Or your can refer to the [original repo](https://github.com/lyakaap/ISC21-Descriptor-Track-1st) and [paper](https://arxiv.org/abs/2112.04323) to learn more about contrastive learning and image instance retrieval. \ No newline at end of file +Or your can refer to the [original repo](https://github.com/lyakaap/ISC21-Descriptor-Track-1st) and [paper](https://arxiv.org/abs/2112.04323) to learn more about contrastive learning and image instance retrieval. + +# More Resources + +- [Powering Semantic Search in Computer Vision with Embeddings - Zilliz blog](https://zilliz.com/learn/embedding-generation): Discover how to extract useful information from unstructured data sources in a scalable manner using embeddings. +- [How to Get the Right Vector Embeddings - Zilliz blog](https://zilliz.com/blog/how-to-get-the-right-vector-embeddings): A comprehensive introduction to vector embeddings and how to generate them with popular open-source models. +- [What Are Vector Embeddings?](https://zilliz.com/glossary/vector-embeddings): Learn the definition of vector embeddings, how to create vector embeddings, and more. +- [Image Embeddings for Enhanced Image Search - Zilliz blog](https://zilliz.com/learn/image-embeddings-for-enhanced-image-search): Image Embeddings are the core of modern computer vision algorithms. Understand their implementation and use cases and explore different image embedding models. +- [Enhancing Information Retrieval with Sparse Embeddings | Zilliz Learn - Zilliz blog](https://zilliz.com/learn/enhancing-information-retrieval-learned-sparse-embeddings): Explore the inner workings, advantages, and practical applications of learned sparse embeddings with the Milvus vector database +- [An Introduction to Vector Embeddings: What They Are and How to Use Them - Zilliz blog](https://zilliz.com/learn/everything-you-should-know-about-vector-embeddings): In this blog post, we will understand the concept of vector embeddings and explore its applications, best practices, and tools for working with embeddings. \ No newline at end of file